Guidewire feeding method based on deep reinforcement learning for vascular intervention robot
Author:
Affiliation:
1. Beijing University of Posts and Telecommunications No. 10, Xitucheng Road, Haidian District,School of Automation,Beijing,China
Publisher
IEEE
Link
http://xplorestaging.ieee.org/ielx7/9855896/9855897/09856351.pdf?arnumber=9856351
Reference22 articles.
1. Addressing Function Approximation Error in Actor-Critic Methods;fujimoto;Int Conference on Machine Learning,2018
2. Automatic control of cardiac ablation catheter with deep reinforcement learning method
3. Soft actor-critic: Off-policy maximum entropy deep reinforcement learning with a stochastic actor;haarnoja;Int Conference on Machine Learning,2018
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1. A DDPG-Based Method of Autonomous Catheter Navigation in Virtual Environment;2023 IEEE International Conference on Mechatronics and Automation (ICMA);2023-08-06
2. Recurrent neural networks for generalization towards the vessel geometry in autonomous endovascular guidewire navigation in the aortic arch;International Journal of Computer Assisted Radiology and Surgery;2023-05-28
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